DeepRoute.ai
An international self-driving technology company committed to popularizing Robotaxis and advancing urban logistics.
501 - 1000
Machine Learning Engineer, Planning, Prediction and Control
March 20
🏢 In-office - Bay Area
DeepRoute.ai
An international self-driving technology company committed to popularizing Robotaxis and advancing urban logistics.
501 - 1000
Description
• Develop Learning based planning algorithms for trajectories (deep learning, reinforcement learning, decision trees, etc) to ensuring that the vehicle behavior is natural, safe and smooth • Design policies and plans to manage multi-actor interactions and plans under uncertainty • Work with other internal autonomy teams to help to continuously improve and refine the self-driving system
Requirements
• Master or Ph.D. degree in Computer Science, Electric Engineering or a related field • Experience solving problems using Machine Learning with Tensorflow or equivalent tools • Professional C++ experience designing any-angle robotic navigation algorithms such as Dijkstra, A*, D*, RRT, RRT* and RRG • Experience in at least one of: robotics research in motion planning, trajectory optimization, planning under uncertainty, probabilistic robotics, data analysis at scale, machine learning at scale • Publications in top conferences/journals in a related field or equivalent experiences is a plus
Benefits
• Competitive salary • Health insurance • Retirement plan • Flexible work hours • Opportunities for professional growth
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